Multi -criteria group decision making;
Normal wiggly hesitant fuzzy set;
Prospect theory;
WASPAS method;
Electric vehicle charging station location;
PROSPECT-THEORY;
TODIM METHOD;
AGGREGATION;
INFORMATION;
MULTIMOORA;
WEIGHTS;
MODEL;
SETS;
D O I:
10.1016/j.eswa.2023.119876
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Electric vehicle charging station location (EVCSL) is critical to promoting the electric vehicle industry and how it is evaluated is typically a MCDM issue. In this paper, an applicable multi-criteria group decision support model is developed to evaluate the electric vehicle charging station location. To do this, we used normal wiggly hesitant fuzzy set to describe the fuzzy decision-making information, which can further dig the potential uncertainty. Considering that the experts' preference can lead to significant changes in the results, k-means clustering method is used to group the experts in different fields. Moreover, the improved correlation coefficient and standard deviation (CCSD) method is used to determine the criterion weights, and considering that prospect theory can reflect the mental behavior of experts and the simplicity and efficiency of weighted aggregated sum product assessment (WASPAS) method, a combined ranking model is proposed to evaluate the alternatives compre-hensively. The procedure of the model is given in detail, and the example of electric vehicle charging station location evaluation is employed to demonstrate our results. Comparative analyses and discussion show that the proposed model has powerful effectiveness, performs better than other existing methods, and largely extends the applicability of the method with theoretical and practical implications.
机构:
Cent South Univ, Sch Business, Changsha 410083, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Chen, Ting
;
Wang, Yi-ting
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Business, Changsha 410083, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Wang, Yi-ting
;
Wang, Jian-qiang
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Business, Changsha 410083, Peoples R China
Hunan Univ Sci & Technol, Hunan Engn Res Ctr Intelligent Decis Making & Big, Xiangtan 411201, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Wang, Jian-qiang
;
Li, Lin
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Sch Business, Changsha 410082, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Li, Lin
;
Cheng, Peng-Fei
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ Sci & Technol, Hunan Engn Res Ctr Intelligent Decis Making & Big, Xiangtan 411201, Peoples R China
Hunan Univ Sci & Technol, Sch Business, Xiangtan 411201, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Dahooie, J. Heidary
;
Zavadskas, E. K.
论文数: 0引用数: 0
h-index: 0
机构:
Vilnius Gediminas Tech Univ, Inst Sustainable Construct, Lab Operat Res, Sauletekio Ave 11, LT-10223 Vilnius, LithuaniaUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Zavadskas, E. K.
;
Firoozfar, H. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Firoozfar, H. R.
;
Vanaki, A. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Vanaki, A. S.
;
Mohammadi, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Mohammadi, N.
;
Brauers, W. K. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Antwerp, Dept Appl Econ, Birontlaan 97, B-2600 Berchem Antwerpen, Belgium
Univ Antwerp, Inst Dev Policy & Management, Birontlaan 97, B-2600 Berchem Antwerpen, BelgiumUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
机构:
Cent South Univ, Sch Business, Changsha 410083, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Chen, Ting
;
Wang, Yi-ting
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Business, Changsha 410083, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Wang, Yi-ting
;
Wang, Jian-qiang
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Business, Changsha 410083, Peoples R China
Hunan Univ Sci & Technol, Hunan Engn Res Ctr Intelligent Decis Making & Big, Xiangtan 411201, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Wang, Jian-qiang
;
Li, Lin
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Sch Business, Changsha 410082, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
Li, Lin
;
Cheng, Peng-Fei
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ Sci & Technol, Hunan Engn Res Ctr Intelligent Decis Making & Big, Xiangtan 411201, Peoples R China
Hunan Univ Sci & Technol, Sch Business, Xiangtan 411201, Peoples R ChinaCent South Univ, Sch Business, Changsha 410083, Peoples R China
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Dahooie, J. Heidary
;
Zavadskas, E. K.
论文数: 0引用数: 0
h-index: 0
机构:
Vilnius Gediminas Tech Univ, Inst Sustainable Construct, Lab Operat Res, Sauletekio Ave 11, LT-10223 Vilnius, LithuaniaUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Zavadskas, E. K.
;
Firoozfar, H. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Firoozfar, H. R.
;
Vanaki, A. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Vanaki, A. S.
;
Mohammadi, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, IranUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran
Mohammadi, N.
;
Brauers, W. K. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Antwerp, Dept Appl Econ, Birontlaan 97, B-2600 Berchem Antwerpen, Belgium
Univ Antwerp, Inst Dev Policy & Management, Birontlaan 97, B-2600 Berchem Antwerpen, BelgiumUniv Tehran, Dept Management, Jalal E Al E Ahmad Highway, Tehran 141556311, Iran